model_builder

Base class responsible of the high level API for model building, fitting saving and loading.

Functions

create_idata_accessor(value, message)	Create a property accessor for an InferenceData object.
create_sample_kwargs(sampler_config, ...)	Create the dictionary of keyword arguments for pm.sample.
requires_model(func)	Ensure that the model is built before calling a method.

Classes

BaseModelBuilder([model_config, sampler_config])	Base class for building models with PyMC Marketing.
ModelBuilder(data[, model_config, ...])	ModelBuilder that takes data at initialization.
ModelIO()	Mixin to handle saving and loading of models.
RegressionModelBuilder([model_config, ...])	Regression based ModelBuilder class.

Exceptions

DifferentModelError

Error raised when a model loaded is different than one saved.